扩展事实依据来源选择：与 Parallel Web Systems 建立合作伙伴关系
随着生成式 AI 从简单的聊天界面演变为能够执行复杂任务的智能体——例如自动化客户尽职调查（KYC）、目录数据丰富、实时新闻分析以及企业尽职调查——对事实准确性的需求从未如此之高。
为了让开发者在将 Gemini 模型与可验证的实时信息进行事实依据对接时拥有更大的灵活性，今天我们很高兴地宣布，Parallel Web Systems 现已成为 Gemini 企业智能体平台的原生集成网络事实依据提供商。
通过 Parallel Web Search 进行事实依据对接，可将 Gemini 模型锚定在高质量、实时的网络搜索结果中。通过提供指向原始来源的精确引用，它确保你的智能体基于准确且可验证的信息采取行动。该功能现已在智能体平台上全面可用：可在 Gemini API 中调用，可在 Agent Studio 中选择，并可通过 Google Cloud Marketplace 订阅，使用量将计入你现有的 Google Cloud 账单中。
“企业希望在一个开放平台上，利用最佳工具构建 AI 智能体，以交付真正的价值。通过在 Gemini 企业智能体平台上将 Parallel 作为事实依据选项加入，客户现在可以使用他们偏好的实时网络数据流来让 Gemini 更加智能。这有助于他们在现有的 Google Cloud 环境中，将智能体从原型顺利部署到生产环境。”——Matt Renner，Google Cloud 总裁兼首席营收官
“AI 智能体很快将比人类更频繁地使用网络，并且需要专为其运行方式构建的搜索基础设施。我们构建 Parallel 就是为了提供这种基础设施，而与 Google Cloud 的合作则将其原生地带到了企业构建生产级智能体的地方。”——Parag Agrawal，Parallel 创始人兼首席执行官
关于 Parallel Web Systems
Parallel Web Systems 构建了专为智能体设计的搜索基础设施。Parallel 的搜索 API 通过其专为智能体工作负载构建的专有网络索引，提供结构化且针对大语言模型优化的结果。通过与金融、法律和技术领域的企业合作，Parallel 助力大规模生产级自主智能体工作流的运行。
将 Gemini 与 Parallel 网络搜索连接
在 Agent 平台上使用 Parallel 网络搜索进行事实依据锚定，可将 Gemini 模型与 Parallel Web Systems 搜索 API 提供的公共网络数据连接起来。该服务将 Parallel Web Systems 的网络索引与 Gemini 原生能力相结合，后者能够理解并分解复杂的用户提示词，从最相关的搜索结果中提炼洞察，并生成带有精确引用注释的高准确度答案。由于 Parallel 网络搜索运行在 Google Cloud 上，您可以直接在现有云环境中受益于简化且安全的集成，并且对于敏感工作负载，可选择零数据保留（ZDR）功能。
以扩展的灵活性解锁复杂架构
将 Parallel 加入我们的生态系统，为客户提供了扩展的许可和架构灵活性。使用 Parallel 网络搜索进行事实依据锚定的一个关键差异化优势，在于其应对新用例的广泛方法。对开发者而言，这意味着可以自由地大规模执行程序化调用、提取并缓存网络数据以丰富内部数据集，以及使用其他大语言模型对 Parallel 网络搜索的事实依据锚定结果进行后处理。这种灵活性支持复杂架构，使企业能够自信地在生产环境中运行智能体，并将 Gemini 的网络事实依据锚定能力集成到其现有技术栈中。
这种扩展的灵活性使开发者能够构建高度专业化的智能体工作流，例如：
- 目录与数据库丰富：提取并永久存储可验证的网络数据，以填补庞大内部系统中的空白。例如，管理大量产品库存的组织可以提取并永久存储网络数据，以持续丰富目录属性，或利用搜索数据自动补充和更新庞大的供应商及联系人数据库。
- 自主智能体：构建能够持续导航系统、检索实时信息并执行复杂程序化工作流的智能体。例如，具有严格监管要求的组织可以构建智能体，自动将内部文档与公共领域进行交叉引用，或通过程序化方式针对实时网络数据运行全球合规与风险评估检查，全程无需人工干预。
- 多智能体编排：构建复杂的多智能体系统，由中央编排器将任务路由至不同模型。由于“并行网络搜索接地”允许开发者将搜索结果传递给其他大语言模型，他们可以创建能够将上下文和查询无缝传递给由不同大语言模型驱动的、多样化的任务特定子智能体的助手，从而生成高度综合的洞察。
立即开始
将“并行网络搜索接地”集成到您的智能体平台工作流中非常简单且直接。要开始使用，请通过 Google Cloud Marketplace 订阅 Parallel 服务，接受服务条款，并查看定价。购买金额将计入您符合条件的市场福利，并在您的 Google Cloud 账单上合并计费。
订阅后，导航至 Agent Studio。从导航菜单中，点击“+ 新建”并选择“聊天”。展开“模型设置”面板，点击“合作伙伴接地”开关，打开“自定义合作伙伴接地”菜单。选择“并行网络搜索”作为您的接地源，应用配置后，您的 Gemini 模型即可立即生成基于可验证的实时网络信息的回复。
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Expanding Grounding Provider Choice: Partnership with Parallel Web Systems
As generative AI evolves from simple chat interfaces to agents executing complex tasks like automated Know Your Customer (KYC) checks, catalog data enrichment, real-time news analysis, and corporate due diligence, the need for factual accuracy has never been higher.
To give developers more flexibility in how they ground Gemini models to verifiable, real-time information, today, we are excited to announce that Parallel Web Systems is now a natively integrated web grounding provider on Gemini Enterprise Agent Platform.
Grounding with Parallel Web Search anchors Gemini models in high-quality, real-time web results. By providing exact citations to original sources, it ensures your agents act on information that's accurate and verifiable. This capability is now available across Agent Platform: callable in the Gemini API, selectable in Agent Studio, and available to subscribe through Google Cloud Marketplace, with usage metered on your existing Google Cloud invoice.
"Enterprises want to build AI agents on an open platform with the best tools to deliver real value. By adding Parallel as a grounding option on our Gemini Enterprise Agent Platform, customers can now use their preferred live-web data stream to make Gemini smarter. This helps them smoothly take agents from prototype to deployment, all within their existing Google Cloud environment."–Matt Renner, President and Chief Revenue Officer, Google Cloud.
"AI agents will soon use the web far more than humans ever have, and need search infrastructure purpose-built for how they operate. We built Parallel to provide that infrastructure, and this partnership with Google Cloud brings it natively to where enterprises are building production agents."–Parag Agrawal, Founder and CEO, Parallel.
About Parallel Web Systems
Parallel Web Systems builds search infrastructure purpose-built for agents. Parallel’s Search API delivers structured, LLM-optimized results powered by a proprietary web index built specifically for agentic workloads. By working with enterprises across financial services, legal, and technology, Parallel helps power production-grade autonomous agent workflows at scale.
Connecting Gemini with Parallel Web Search
Grounding with Parallel Web Search on Agent Platform connects Gemini models to public web data provided by Parallel Web Systems' search API. This service combines Parallel Web System’s web index with Gemini's native ability to understand and decompose complex user prompts, distill insights from the most relevant search results, and generate highly accurate answers complete with precise citation annotations. Because Parallel Web Search runs on Google Cloud, you benefit from a streamlined, secure integration directly within your existing cloud environment, with an option for zero data retention (ZDR) available for sensitive workloads.
Unlocking complex architectures with expanded flexibility
Adding Parallel to our ecosystem empowers customers with expanded licensing and architectural flexibility. A key differentiator of Grounding with Parallel Web Search is its expansive approach to new use cases. For developers, this means the freedom to execute programmatic calls at scale, extract and cache web data to enrich internal datasets, and post-process Grounding with Parallel Web Search results using other LLMs. This flexibility supports complex architectures, allowing enterprises to confidently run agents in production and integrate Gemini's web-grounding capabilities into their existing tech stacks.
This expanded flexibility enables developers to build highly specialized agentic workflows, such as:
- Catalog & database enrichment: Extract and permanently store verifiable web data to fill gaps in massive internal systems. For example, organizations managing large product inventories can extract and permanently store web data to continuously enrich catalog attributes, or leverage search data to automatically supplement and update vast vendor and contact databases.
- Autonomous Agents: Build agents that continuously navigate systems, retrieve real-time information, and execute complex programmatic workflows. For instance, organizations with strict regulatory requirements can build agents that automatically cross-reference internal documents against public domains, or programmatically run global compliance and risk-assessment checks against live web data without human intervention.
- Multi-Agent Orchestration: Build sophisticated multi-agent systems where a central orchestrator routes tasks across different models. Because Grounding with Parallel Web Search allows developers to pass search results to other LLMs, they can create assistants that seamlessly pass context and queries to diverse, task-specific sub-agents powered by different LLMs to deliver highly synthesized insights.
Get Started Today
Integrating Grounding with Parallel Web Search is simple and built directly into your Agent Platform workflow. To get started, subscribe to the Parallel service via the Google Cloud Marketplace, accept the Terms of Service, and review the pricing. Purchases count towards your eligible marketplace benefits, with consolidated billing on your Google Cloud invoice.
After subscribing, navigate to Agent Studio. From the navigation menu, click + New and select Chat. Expand the Model settings pane and click the Grounding with Partners toggle to open the Customize partner grounding menu. Select Parallel Web Search as your grounding source, apply the configuration, and your Gemini model will be instantly ready to generate responses anchored in verifiable, real-time web information.